Stabilization of switched neural networks with time-varying delay via bumpless transfer control

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Liu , C , Sun , D , Yang , Z , Liu , X , Yang , H & Huang , J 2020 , ' Stabilization of switched neural networks with time-varying delay via bumpless transfer control ' , Asian Journal of Control , vol. 22 , no. 2 , pp. 1008-1020 . https://doi.org/10.1002/asjc.2061

Title: Stabilization of switched neural networks with time-varying delay via bumpless transfer control
Author: Liu, Chao; Sun, Dihua; Yang, Zheng; Liu, Xiaoyang; Yang, Hongyu; Huang, Junjian
Contributor: University of Helsinki, Department of Computer Science
Date: 2020-03
Number of pages: 13
Belongs to series: Asian Journal of Control
ISSN: 1561-8625
URI: http://hdl.handle.net/10138/317147
Abstract: This paper investigates the stabilization of switched neural networks with time-varying delay. In order to overcome the drawback that the classical switching state feedback controller may generate the bumps at switching time, a new switching feedback controller which can smooth effectively the bumps is proposed. According to mode-dependent average dwell time, new exponential stabilization results are deduced for switched neural networks under the proposed feedback controller. Based on a simple corollary, the procedures which are used to calculate the feedback control gain matrices are also obtained. Two simple numerical examples are employed to demonstrate the effectiveness of the proposed results.
Subject: bumpless transfer
delay
stabilization
switched neural network
H-INFINITY CONTROL
STABILITY ANALYSIS
NEUTRAL-TYPE
SYSTEMS
DESIGN
113 Computer and information sciences
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